Mechanical empathy for machines

LLMs keep getting more capable, but humans stay in the loop, bottlenecking potential output. Moving us out of the loop is the implicit goal. But it’s hard when we target human-oriented outcomes – UIs, visual layouts, things humans spot-check. How do you close the iteration loop without a human squinting at the screen? Enter intermediate representations. An IR (in this context) is a…